据市场调查机构Factorial Funds近日发布的报告显示，人工智能研究实验室OpenAI部署其先进的文本生成视频模型Sora可能会面临巨大的硬件需求。报告估计，在Sora的运行峰值期间，可能需要高达72万张英伟达的顶级H100 AI加速卡，这一数字背后的价值预估达到了惊人的216亿美元。
Factorial Funds进一步分析指出，为了训练Sora模型，OpenAI可能在一个月内消耗4200至10500片H100加速卡。这一数据凸显了Sora训练过程的资源密集度，显示出AI技术在推动创新的同时，对高性能计算硬件的依赖程度之高。此外，报告还透露，若使用单片H100加速卡，生成短短1分钟的视频内容竟然需要耗时12分钟进行渲染，这在一定程度上揭示了AI生成视频技术背后的复杂性和计算成本。
OpenAI的Sora模型一旦成功部署，将可能引领文本转视频技术的新一轮革命，但其高昂的硬件投入也引发了业界对技术可持续发展和成本效益的讨论。随着AI技术的不断发展，如何在保证创新速度的同时，有效控制和优化计算资源的使用，已成为行业面临的重要课题。
英语如下：
**News Title:** “OpenAI’s Sora Text-to-Video Model Deployment Costs Staggering: Requires 720,000 Nvidia H100 Cards, Valued at $216 Billion”
**Keywords:** OpenAI, Sora model, H100 accelerator cards
**News Content:** A recent report by market research firm Factorial Funds reveals that AI research lab OpenAI could face substantial hardware demands for the deployment of its advanced text-to-video model, Sora. The report estimates that at peak operation, the system might necessitate as many as 720,000 top-of-the-line Nvidia H100 AI accelerator cards, an amount valued at an astonishing $216 billion.
Factorial Funds’ analysis further suggests that OpenAI could consume between 4,200 and 10,500 H100 cards in a single month for Sora’s training. This highlights the resource intensity of the model’s training process and underscores the significant reliance on high-performance computing hardware in the pursuit of AI innovation. The report also reveals that using a single H100 card, generating just one minute of video content might require 12 minutes of rendering time, shedding light on the complexity and computational cost behind AI-generated video technology.
While OpenAI’s Sora model, once deployed, could spearhead a new revolution in text-to-video technology, the substantial hardware investment has sparked industry discussions on the sustainability of technology and cost-effectiveness. As AI advancements continue, the challenge of maintaining innovation pace while efficiently controlling and optimizing computational resource usage has emerged as a crucial issue for the sector.
【来源】https://www.ithome.com/0/758/413.htm
Views: 1